{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c83873e7-24f2-4d51-a73d-39c12b0afa12",
   "metadata": {},
   "source": [
    "Chapter 17\n",
    "# 社区划分，空手道俱乐部\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0114a5c9-fc8d-4786-bacc-16299f0bb3fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "from networkx.algorithms.community.centrality import girvan_newman"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "71ef97f3-e9f6-4c80-ad1b-d76acd55dd47",
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.karate_club_graph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f8a94beb-47a6-4069-ab40-da3391b39cf2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (6,6))\n",
    "nx.draw_networkx(G, \n",
    "                 pos = nx.circular_layout(G),\n",
    "                 with_labels=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cb38de3-f9b2-4987-86d2-337171d7daf8",
   "metadata": {},
   "source": [
    "## 社区划分"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "84dffe60-f665-4273-840f-3fdbab8b1786",
   "metadata": {},
   "outputs": [],
   "source": [
    "communities = girvan_newman(G)\n",
    "\n",
    "node_groups = []\n",
    "for com in next(communities):\n",
    "    node_groups.append(list(com))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8bac1bb2-b9a9-4238-834b-793bd8556e6d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0, 1, 3, 4, 5, 6, 7, 10, 11, 12, 13, 16, 17, 19, 21], [2, 8, 9, 14, 15, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33]]\n"
     ]
    }
   ],
   "source": [
    "node_groups"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "459a2eef-7cee-4090-9b70-be4d95bbbae2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 根据社区划分设置节点颜色\n",
    "color_map = []\n",
    "for node in G:\n",
    "    if node in node_groups[0]:\n",
    "        color_map.append('blue')\n",
    "    else: \n",
    "        color_map.append('red') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "98cb321d-2855-450b-8636-d0f3163ef03c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (6,6))\n",
    "pos = nx.spring_layout(G,seed=2)\n",
    "nx.draw_networkx(G, \n",
    "                 pos = pos,\n",
    "                 node_color=color_map, \n",
    "                 with_labels=False)\n",
    "plt.savefig('社区划分，spring_layout.svg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "6557009b-2573-4116-91b8-6e7e7536ae72",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (6,6))\n",
    "nx.draw_networkx(G, \n",
    "                 pos = nx.circular_layout(G),\n",
    "                 node_color=color_map, \n",
    "                 with_labels=False)\n",
    "plt.savefig('社区划分，circular_layout.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6f0f3185-e18b-440d-92b3-957520197241",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
